Charles R. G. Guttmann

Publication Activity (10 Years)

Years Active: 1998-2022
Publications (10 Years): 9

Top Topics

Transfer Learning

Multiple Sclerosis

Domain Adaptation

Unsupervised Clustering

Top Venues

Publications

Emil Svoboda, Tomás Boril, Jan Rusz, Tereza Tykalová, Dana Horáková, Charles R. G. Guttmann, Krastan B. Blagoev, Hiroto Hatabu, Vlad I. Valtchinov
Assessing clinical utility of machine learning and artificial intelligence approaches to analyze speech recordings in multiple sclerosis: A pilot study. Comput. Biol. Medicine 148 (2022)
Juan-Carlos Prieto, Michele Cavallari, Miklos Palotai, Alfredo Morales Pinzón, Svetlana Egorova, Martin Styner, Charles R. G. Guttmann
Large deep neural networks for MS lesion segmentation. Medical Imaging: Image Processing (2017)
Mohsen Ghafoorian, Alireza Mehrtash, Tina Kapur, Nico Karssemeijer, Elena Marchiori, Mehran Pesteie, Charles R. G. Guttmann, Frank-Erik de Leeuw, Clare M. Tempany, Bram van Ginneken, Andriy Fedorov, Purang Abolmaesumi, Bram Platel, William M. Wells III
Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation. MICCAI (3) (2017)
Mohsen Ghafoorian, Alireza Mehrtash, Tina Kapur, Nico Karssemeijer, Elena Marchiori, Mehran Pesteie, Charles R. G. Guttmann, Frank-Erik de Leeuw, Clare M. Tempany, Bram van Ginneken, Andriy Fedorov, Purang Abolmaesumi, Bram Platel, William M. Wells III
Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation. CoRR (2017)
Tristan Glatard, Gregory Kiar, Tristan Aumentado-Armstrong, Natacha Beck, Pierre Bellec, Rémi Bernard, Axel Bonnet, Sorina Camarasu-Pop, Frédéric Cervenansky, Samir Das, Rafael Ferreira da Silva, Guillaume Flandin, Pascal Girard, Krzysztof J. Gorgolewski, Charles R. G. Guttmann, Valérie Hayot-Sasson, Pierre-Olivier Quirion, Pierre Rioux, Marc-Etienne Rousseau, Alan C. Evans
Boutiques: a flexible framework for automated application integration in computing platforms. CoRR (2017)
Simon Mure, Thomas Grenier, Charles R. G. Guttmann, Hugues Benoit-Cattin
Unsupervised time-series clustering of distorted and asynchronous temporal patterns. ICASSP (2016)
Simon Mure, Thomas Grenier, Charles R. G. Guttmann, François Cotton, Hugues Benoit-Cattin
Classification of multiple sclerosis lesion evolution patterns a study based on unsupervised clustering of asynchronous time-series. ISBI (2016)
Alicia S. Chua, Svetlana Egorova, Mark C. Anderson, Mariann Polgar-Turcsanyi, Tanuja Chitnis, Howard L. Weiner, Charles R. G. Guttmann, Rohit Bakshi, Brian C. Healy
Using multiple imputation to efficiently correct cerebral MRI whole brain lesion and atrophy data in patients with multiple sclerosis. NeuroImage 119 (2015)
Simon Mure, Thomas Grenier, Dominik S. Meier, Charles R. G. Guttmann, Hugues Benoit-Cattin
Unsupervised spatio-temporal filtering of image sequences. A mean-shift specification. Pattern Recognit. Lett. 68 (2015)
Federico Torelli, Nicola Moscufo, Girolamo Garreffa, Fabio Placidi, Andrea Romigi, Silvana Zannino, Marco Bozzali, Fabrizio Fasano, Giovanni Giulietti, Ina Djonlagic, Atul Malhotra, Maria Grazia Marciani, Charles R. G. Guttmann
Cognitive profile and brain morphological changes in obstructive sleep apnea. NeuroImage 54 (2) (2011)
Mehul P. Sampat, Brian C. Healy, Dominik S. Meier, Elisa Dell'Oglio, Maria Liguori, Charles R. G. Guttmann
Disease modeling in multiple sclerosis: Assessment and quantification of sources of variability in brain parenchymal fraction measurements. NeuroImage 52 (4) (2010)
Jeffrey Dewey, George Hana, Troy Russell, Jared Price, Daniel McCaffrey, Jaroslaw Harezlak, Ekta Sem, Joy C. Anyanwu, Charles R. G. Guttmann, Bradford Navia, Ronald Cohen, David F. Tate
Reliability and validity of MRI-based automated volumetry software relative to auto-assisted manual measurement of subcortical structures in HIV-infected patients from a multisite study. NeuroImage 51 (4) (2010)
Mohit Neema, Daniel Goldberg-Zimring, Zachary D. Guss, Brian C. Healy, Charles R. G. Guttmann, Maria K. Houtchens, Howard L. Weiner, Mark A. Horsfield, David B. Hackney, David C. Alsop, Rohit Bakshi
3 T MRI relaxometry detects T2 prolongation in the cerebral normal-appearing white matter in multiple sclerosis. NeuroImage 46 (3) (2009)
Julien Milles, Yue Min Zhu, Gérard Gimenez, Charles R. G. Guttmann, Isabelle E. Magnin
MRI intensity nonuniformity correction using simultaneously spatial and gray-level histogram information. Comput. Medical Imaging Graph. 31 (2) (2007)
Mark A. Horsfield, Rohit Bakshi, Marco Rovaris, Maria Assunta Rocca, V. S. R. Dandamudi, Paola Valsasina, Elda Judica, F. Lucchini, Charles R. G. Guttmann, Maria Pia Sormani, Massimo Filippi
Incorporating Domain Knowledge Into the Fuzzy Connectedness Framework: Application to Brain Lesion Volume Estimation in Multiple Sclerosis. IEEE Trans. Medical Imaging 26 (12) (2007)
Dominik S. Meier, Charles R. G. Guttmann
MRI time series modeling of MS lesion development. NeuroImage 32 (2) (2006)
Julien Milles, Yue Min Zhu, Nankuei Chen, Lawrence P. Panych, Gérard Gimenez, Charles R. G. Guttmann
Computation of Transmitted and Received B1 Fields in Magnetic Resonance Imaging. IEEE Trans. Biomed. Eng. 53 (5) (2006)
Ying Wu, Simon K. Warfield, I. Leng Tan, William M. Wells III, Dominik S. Meier, Ronald A. van Schijndel, Frederik Barkhof, Charles R. G. Guttmann
Automated segmentation of multiple sclerosis lesion subtypes with multichannel MRI. NeuroImage 32 (3) (2006)
Xingchang Wei, Seung-Schik Yoo, Chandlee C. Dickey, Kelly H. Zou, Charles R. G. Guttmann, Lawrence P. Panych
Functional MRI of auditory verbal working memory: long-term reproducibility analysis. NeuroImage 21 (3) (2004)
Dorota Kozinska, Christopher M. Holland, Karl Krissian, Carl-Fredrik Westin, Charles R. G. Guttmann
A method for the analysis of the geometrical relationship between white matter pathology and the vascular architecture of the brain. NeuroImage 22 (4) (2004)
Julien Milles, Yue Min Zhu, Nankuei Chen, Lawrence P. Panych, Gérard Gimenez, Charles R. G. Guttmann
MRI intensity nonuniformity correction using simultaneously spatial and gray-level histogram information. Medical Imaging: Image Processing (2004)
Ion-Florin Talos, Lauren O'Donnell, Carl-Fredrik Westin, Simon K. Warfield, William M. Wells III, Seung-Schik Yoo, Lawrence P. Panych, Alexandra J. Golby, Hatsuho Mamata, Stefan S. Maier, Peter Ratiu, Charles R. G. Guttmann, Peter M. Black, Ferenc A. Jolesz, Ron Kikinis
Diffusion Tensor and Functional MRI Fusion with Anatomical MRI for Image-Guided Neurosurgery. MICCAI (1) (2003)
Nankuei Chen, Chandlee C. Dickey, Seung-Schik Yoo, Charles R. G. Guttmann, Lawrence P. Panych
Selection of voxel size and slice orientation for fMRI in the presence of susceptibility field gradients: application to imaging of the amygdala. NeuroImage 19 (3) (2003)
Nan-kuei Chen, Svetlana Egorova, Charles R. G. Guttmann, Lawrence P. Panych
Functional MRI with variable echo time acquisition. NeuroImage 20 (4) (2003)
Dominik S. Meier, Charles R. G. Guttmann
Time-series analysis of MRI intensity patterns in multiple sclerosis. NeuroImage 20 (2) (2003)
Wendy Plesniak, Michael Halle, Steven D. Pieper, William M. Wells III, Marianna Jakab, Dominik S. Meier, Stephen A. Benton, Charles R. G. Guttmann, Ron Kikinis
Holographic Video Display of Time-Series Volumetric Medical Data. IEEE Visualization (2003)
Julien Milles, Yue Min Zhu, Nankuei Chen, Lawrence P. Panych, Gérard Gimenez, Charles R. G. Guttmann
fields in magnetic resonance imaging. CARS (2003)
Alexandre Guimond, Charles R. G. Guttmann, Simon K. Warfield, Carl-Fredrik Westin
Deformable registration of DT-MRI data based on transformation invariant tensor characteristics. ISBI (2002)
Alexandre Guimond, Svetlana Egorova, Ronald J. Killiany, Marilyn S. Albert, Charles R. G. Guttmann
Automatic Statistical Identification of Neuroanatomical Abnormalities between Different Populations. MICCAI (1) (2002)
Seung-Schik Yoo, Charles R. G. Guttmann, Lawrence P. Panych
Multiresolution Data Acquisition and Detection in Functional MRI. NeuroImage 14 (6) (2001)
Jan Rexilius, Simon K. Warfield, Charles R. G. Guttmann, X. Wei, R. Benson, L. Wolfson, Martha Elizabeth Shenton, Heinz Handels, Ron Kikinis
A Novel Nonrigid Registration Algorithm and Applications. MICCAI (2001)
Chahin Pachai, Yue Min Zhu, Charles R. G. Guttmann, Ron Kikinis, Ferenc A. Jolesz, Gérard Gimenez, Jean-Claude Froment, Christian Confavreux, Simon K. Warfield
Unsupervised and Adaptive Segmentation of Multispectral 3D Magnetic Resonance Images of Human Brain: A Generic Approach. MICCAI (2001)
Guido Gerig, Daniel Welti, Charles R. G. Guttmann, Alan C. F. Colchester, Gábor Székely
Exploring the discrimination power of the time domain for segmentation and characterization of active lesions in serial MR data. Medical Image Anal. 4 (1) (2000)
Matthieu Ferrant, Simon K. Warfield, Charles R. G. Guttmann, Robert V. Mulkern, Ferenc A. Jolesz, Ron Kikinis
3D Image Matching Using a Finite Element Based Elastic Deformation Model. MICCAI (1999)
Simon K. Warfield, Carl-Fredrik Westin, Charles R. G. Guttmann, Marilyn S. Albert, Ferenc A. Jolesz, Ron Kikinis
Fractional Segmentation of White Matter. MICCAI (1999)
Guido Gerig, Daniel Welti, Charles R. G. Guttmann, Alan C. F. Colchester, Gábor Székely
Exploring the Discrimination Power of the Time Domain for Segmentation and Characterization of Lesions in Serial MR Data. MICCAI (1998)
Xavier Pennec, Charles R. G. Guttmann, Jean-Philippe Thirion
Feature-Based Registration of Medical Images: Estimation and Validation of the Pose Accuracy. MICCAI (1998)